{
  "@context": "https://schema.org",
  "@type": "Collection",
  "name": "Better To Best Research Hub",
  "description": "Open-access research on Creative Currency Octaves, governance, and future economics. Collection includes 14 research papers covering economic modeling, welfare design, digital governance, and community development.",
  "url": "https://bettertobest.github.io/research-hub/",
  "creator": {
    "@type": "Person",
    "name": "Duke Johnson",
    "@id": "https://authordukejohnson.bsky.social",
    "email": "Duke.T.James@gmail.com",
    "url": "https://authordukejohnson.bsky.social"
  },
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "dateModified": "2025-09-21",
  "keywords": [
    "Creative Currency Octaves",
    "Public Trust Housing", 
    "Economic Modeling",
    "Digital Governance",
    "Welfare Economics",
    "Community Development",
    "Alternative Currencies",
    "Poverty Reduction",
    "Agent-Based Modeling",
    "Monte Carlo Simulation"
  ],
  "about": [
    {
      "@type": "Thing",
      "name": "Creative Currency Octaves",
      "description": "Dual-currency system with merit-based conversion mechanisms"
    },
    {
      "@type": "Thing", 
      "name": "Public Trust Housing",
      "description": "Community wealth-building framework with collective ownership"
    },
    {
      "@type": "Thing",
      "name": "Economic Modeling",
      "description": "Mathematical and computational analysis of economic systems"
    }
  ],
  "hasPart": [
    {
      "@type": "ScholarlyArticle",
      "name": "Optimal Transfer Design in Post-Scarcity Economies",
      "url": "https://bettertobest.github.io/research-hub/optimal-transfer-design.html",
      "datePublished": "2025-08-31",
      "author": [
        {
          "@type": "Person",
          "name": "Duke Johnson"
        },
        {
          "@type": "Organization", 
          "name": "Claude (Anthropic)"
        }
      ],
      "keywords": ["Welfare Economics", "Universal Basic Income", "Merit-Based Systems", "Transfer Design"],
      "abstract": "Integrated welfare framework combining Creative Currency Octaves with dual-tier incentive mechanisms and Public Trust Foundations, addressing work disincentive effects, welfare cliffs, and administrative inefficiency.",
      "wordCount": 12000,
      "encoding": {
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    },
    {
      "@type": "ScholarlyArticle", 
      "name": "Economic Modeling and Simulation Analysis of Creative Currency Octaves",
      "url": "https://bettertobest.github.io/research-hub/economic-modeling-simulation.html",
      "datePublished": "2025-08-28",
      "author": [
        {
          "@type": "Person",
          "name": "Duke Johnson"
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        {
          "@type": "Organization",
          "name": "Claude (Anthropic)"
        }
      ],
      "keywords": ["Economic Modeling", "Agent-Based Modeling", "Monte Carlo Simulation", "Policy Evaluation"],
      "abstract": "Comprehensive economic modeling and simulation analysis of Creative Currency Octaves implementation across diverse community scenarios using agent-based modeling and Monte Carlo simulation techniques.",
      "wordCount": 8500
    },
    {
      "@type": "ScholarlyArticle",
      "name": "Creative Currency Octaves and Public Trust Foundations: An Integrated Framework", 
      "url": "https://bettertobest.github.io/research-hub/cco-ptf-integrated-framework.html",
      "datePublished": "2025-09-06",
      "author": [
        {
          "@type": "Person",
          "name": "Duke Johnson"
        },
        {
          "@type": "Organization",
          "name": "Claude (Anthropic)"
        }
      ],
      "keywords": ["Alternative Currencies", "Poverty Reduction", "Community Wealth Building"],
      "abstract": "Innovative economic framework combining mathematically progressive benefit structures with Public Trust Foundations to achieve comprehensive poverty elimination and economic stabilization.",
      "wordCount": 15000
    },
    {
      "@type": "ScholarlyArticle",
      "name": "Community-Based Monetary Innovation for Development",
      "url": "https://bettertobest.github.io/research-hub/community-monetary-development.html", 
      "datePublished": "2025-09-20",
      "author": [
        {
          "@type": "Person",
          "name": "Duke Johnson"
        },
        {
          "@type": "Organization",
          "name": "Claude (Anthropic)"
        }
      ],
      "keywords": ["Development Economics", "Community Currency", "Emerging Economies"]
    },
    {
      "@type": "ScholarlyArticle",
      "name": "Dual Currency Systems and Inflation: CCO's Price Stability Mechanisms",
      "url": "https://bettertobest.github.io/research-hub/dual-currency-inflation.html",
      "datePublished": "2025-09-20", 
      "author": [
        {
          "@type": "Person",
          "name": "Duke Johnson"
        },
        {
          "@type": "Organization",
          "name": "Claude (Anthropic)"
        }
      ],
      "keywords": ["Monetary Theory", "Inflation Analysis", "Price Stability"]
    },
    {
      "@type": "ScholarlyArticle",
      "name": "Integrated Digital Governance and Creative Currency Systems",
      "url": "https://bettertobest.github.io/research-hub/integrated-digital-governance.html",
      "datePublished": "2025-09-20",
      "author": [
        {
          "@type": "Person",
          "name": "Duke Johnson"
        },
        {
          "@type": "Organization",
          "name": "Claude (Anthropic)"
        }
      ], 
      "keywords": ["Digital Governance", "Citizen Internet Portal", "Democratic Participation"]
    },
    {
      "@type": "ScholarlyArticle",
      "name": "Drug Policy Reform and Integrated Community Support Systems", 
      "url": "https://bettertobest.github.io/research-hub/drug-policy-reform.html",
      "datePublished": "2025-09-20",
      "author": [
        {
          "@type": "Person",
          "name": "Duke Johnson"
        },
        {
          "@type": "Organization",
          "name": "Claude (Anthropic)"
        }
      ],
      "keywords": ["Drug Policy", "Public Health", "Community Support"]
    },
    {
      "@type": "ScholarlyArticle",
      "name": "Democratic Governance in Economic Systems: Lessons from Public Trust Housing",
      "url": "https://bettertobest.github.io/research-hub/democratic-governance-pth.html",
      "datePublished": "2025-09-20",
      "author": [
        {
          "@type": "Person",
          "name": "Duke Johnson"
        },
        {
          "@type": "Organization",
          "name": "Claude (Anthropic)"
        }
      ],
      "keywords": ["Governance", "Democracy", "Housing Policy", "Community Management"]
    },
    {
      "@type": "ScholarlyArticle", 
      "name": "Cultural Value Integration in Economic Systems: The CCO Framework",
      "url": "https://bettertobest.github.io/research-hub/cultural-value-integration.html",
      "datePublished": "2025-09-20",
      "author": [
        {
          "@type": "Person",
          "name": "Duke Johnson"
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        {
          "@type": "Organization",
          "name": "Claude (Anthropic)"
        }
      ],
      "keywords": ["Cultural Economics", "Creative Industries", "Value Recognition"]
    },
    {
      "@type": "ScholarlyArticle",
      "name": "Risk Mitigation Framework for Economic Innovation",
      "url": "https://bettertobest.github.io/research-hub/risk-mitigation-framework.html", 
      "datePublished": "2025-09-20",
      "author": [
        {
          "@type": "Person",
          "name": "Duke Johnson"
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          "@type": "Organization",
          "name": "Claude (Anthropic)"
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      ],
      "keywords": ["Risk Management", "Economic Innovation", "Implementation Planning"]
    },
    {
      "@type": "ScholarlyArticle",
      "name": "Transforming the US Real Estate Market Through Public Trust Housing",
      "url": "https://bettertobest.github.io/research-hub/us-real-estate-transformation.html",
      "datePublished": "2025-09-20", 
      "author": [
        {
          "@type": "Person",
          "name": "Duke Johnson"
        },
        {
          "@type": "Organization",
          "name": "Claude (Anthropic)"
        }
      ],
      "keywords": ["Real Estate Policy", "Market Transformation", "Housing Affordability"]
    },
    {
      "@type": "ScholarlyArticle",
      "name": "Public Trust Financial Systems and Economic Resilience",
      "url": "https://bettertobest.github.io/research-hub/public-trust-financial.html",
      "datePublished": "2025-09-20",
      "author": [
        {
          "@type": "Person",
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          "@type": "Organization",
          "name": "Claude (Anthropic)"
        }
      ], 
      "keywords": ["Financial Systems", "Economic Resilience", "Public Trust"]
    },
    {
      "@type": "ScholarlyArticle",
      "name": "PTH Independent Financing Mechanisms",
      "url": "https://bettertobest.github.io/research-hub/pth-independent-financing.html",
      "datePublished": "2025-09-20",
      "author": [
        {
          "@type": "Person",
          "name": "Duke Johnson"
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        {
          "@type": "Organization",
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      ],
      "keywords": ["Housing Finance", "Independent Funding", "Community Development"]
    },
    {
      "@type": "ScholarlyArticle", 
      "name": "PTH Government Integration Pathways",
      "url": "https://bettertobest.github.io/research-hub/pth-government-integration.html",
      "datePublished": "2025-09-20",
      "author": [
        {
          "@type": "Person",
          "name": "Duke Johnson"
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          "@type": "Organization",
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        }
      ],
      "keywords": ["Government Integration", "Public Policy", "Implementation Strategy"]
    },
    {
      "@type": "WebPage",
      "name": "FAQ - Comprehensive Documentation",
      "url": "https://bettertobest.github.io/research-hub/wiki/faq.html",
      "description": "Frequently asked questions about Creative Currency Octaves, Public Trust Housing, and implementation"
    },
    {
      "@type": "WebPage", 
      "name": "Glossary of Terms",
      "url": "https://bettertobest.github.io/research-hub/wiki/glossary.html",
      "description": "Definitions of key concepts and terminology"
    },
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}